Julia Lin

Julia Lin Email and Phone Number

Data Engineer at Facebook @ Meta
Julia Lin's Location
Mountain View, California, United States, United States
About Julia Lin

SummaryHighly motivated big data engineer with strong experiences in developing end-to-end ETL pipelines for high-impact data science projects on Hadoop platform, designing optimized SQL queries, and automating processes with Python.Core Competencies• Languages: Python, SQL (Presto, Hive, Spark, Impala), Shell (Bash), R• Big Data Ecosystems: Hadoop, HDFS, Hive, Oozie, Airflow, AWS (S3), MapReduce, REST API

Julia Lin's Current Company Details
Meta

Meta

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Data Engineer at Facebook
Julia Lin Work Experience Details
  • Meta
    Data Engineer
    Meta Feb 2021 - Present
    Menlo Park, Ca, Us
  • Meta
    Data Engineer
    Meta Mar 2020 - Feb 2021
    Menlo Park, Ca, Us
  • Samsung Electronics America
    Junior Big Data Engineer
    Samsung Electronics America Jul 2019 - Mar 2020
    Ridgefield Park, Nj, Us
    • Implemented multiple end-to-end ETL processes in Shell scripting that extract batch data from AWS S3 bucket or SFTP to HDFS (Hadoop Distributed File System) and load into target tables using HiveQL in both static and dynamic partitioning for efficient data access and usage• Developed a data quality dashboard pipeline that monitors 100+ core data science ETL jobs by using Oozie workflow scheduler command-line APIs to extract workflow running status on a daily basis, securing production issue tracking and recognized by the leadership to be the best practice for data quality initiative• Optimized SQL query design for the highest priority data science ETL pipeline and migrated its HiveQL queries to PySpark and redesigning intermediate table loading processes, reducing runtime by 30% • Redesigned a critical incoming data pipeline with the upstream web development team to migrate data transmission process from multiple REST API calls to a single batch CSV data file ingestion in AWS S3 bucket, enhancing the pipeline efficiency and stability• Maintained and troubleshot critical data quality Tableau dashboards for data science model pipelines to correctly reflect and debug model running issues ranging from platform resource limitation to table loading errors• Automated ad hoc business requests such as downstream table dependency checking to ensure smooth changes to existing tables without unexpected downstream impact using Python and Shell scripting • Aggregated and analyzed various data sets to provide actionable platform insights

Julia Lin Skills

Rest Api Hql Data Pipelines Scikit Learn R Etl Amazon Web Services Shell Data Engineering Web Scraping Data Analysis Chinese Airflow English Web Mining Etl Tools Data Quality Google Adwords Tableau Presto Hadoop Recommender Systems Cloudera Impala Postgresql Pyspark Apache Spark Product Strategy Big Data Business Analytics Design Of Experiments Hive A/b Testing Apache Oozie Apache Airflow Sql Python Beeline Analytics Regression Analysis Hiveql Data Visualization Mysql Big Data Analytics Shell Scripting Bash

Julia Lin Education Details

  • Uc San Diego
    Uc San Diego
    Business Analytics
  • National Taiwan University
    National Taiwan University
    Bachelor'S Degree

Frequently Asked Questions about Julia Lin

What company does Julia Lin work for?

Julia Lin works for Meta

What is Julia Lin's role at the current company?

Julia Lin's current role is Data Engineer at Facebook.

What schools did Julia Lin attend?

Julia Lin attended Uc San Diego, National Taiwan University.

What are some of Julia Lin's interests?

Julia Lin has interest in 好色龍, 旅英黑特少女, Coey的職場叩叩門, 標註自由, Community, Model Apec Taiwan, Home Decor, 5 Couture, 何景窗, The Brush Bar.

What skills is Julia Lin known for?

Julia Lin has skills like Rest Api, Hql, Data Pipelines, Scikit Learn, R, Etl, Amazon Web Services, Shell, Data Engineering, Web Scraping, Data Analysis, Chinese.

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